Profiling Report

Dataset statistics

Number of variables	11
Number of observations	34059
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.9 MiB
Average record size in memory	88.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`Prediction` has 3313 (9.7%) zeros	Zeros

Reproduction

Analysis started	2025-03-04 18:16:07.563411
Analysis finished	2025-03-04 18:16:12.929959
Duration	5.37 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Atmospheric Density
Real number (ℝ)

Distinct	34056
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.011846976

Minimum	-4.2833095
Maximum	9.3240185
Zeros	0
Zeros (%)	0.0%
Negative	18309
Negative (%)	53.8%
Memory size	266.2 KiB

Quantile statistics

Minimum	-4.2833095
5-th percentile	-3.5125799
Q1	-1.5609687
median	-0.19924563
Q3	1.2919441
95-th percentile	4.2021647
Maximum	9.3240185
Range	13.607328
Interquartile range (IQR)	2.8529129

Descriptive statistics

Standard deviation	2.2571073
Coefficient of variation (CV)	-190.52182
Kurtosis	0.30112795
Mean	-0.011846976
Median Absolute Deviation (MAD)	1.4234524
Skewness	0.57880168
Sum	-403.49614
Variance	5.0945335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.5392594	2	< 0.1%
1.4309664	2	< 0.1%
-1.272124	2	< 0.1%
-3.5439434	1	< 0.1%
1.5346771	1	< 0.1%
0.66535795	1	< 0.1%
-0.57894593	1	< 0.1%
-1.6434073	1	< 0.1%
-1.3078111	1	< 0.1%
4.9395022	1	< 0.1%
Other values (34046)	34046	> 99.9%

Value	Count	Frequency (%)
-4.2833095	1	< 0.1%
-4.276285	1	< 0.1%
-4.2444158	1	< 0.1%
-4.2377977	1	< 0.1%
-4.2361345	1	< 0.1%
-4.2354474	1	< 0.1%
-4.23329	1	< 0.1%
-4.1702404	1	< 0.1%
-4.1646767	1	< 0.1%
-4.163205	1	< 0.1%

Value	Count	Frequency (%)
9.3240185	1	< 0.1%
9.037439	1	< 0.1%
9.005384	1	< 0.1%
8.881861	1	< 0.1%
8.859731	1	< 0.1%
8.782395	1	< 0.1%
8.765196	1	< 0.1%
8.636687	1	< 0.1%
8.633962	1	< 0.1%
8.568245	1	< 0.1%

Surface Temperature
Real number (ℝ)

Distinct	34050
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0027038242

Minimum	-5.426189
Maximum	5.638094
Zeros	0
Zeros (%)	0.0%
Negative	19143
Negative (%)	56.2%
Memory size	266.2 KiB

Quantile statistics

Minimum	-5.426189
5-th percentile	-2.8625692
Q1	-1.4238442
median	-0.32962894
Q3	1.4985578
95-th percentile	3.3940781
Maximum	5.638094
Range	11.064283
Interquartile range (IQR)	2.922402

Descriptive statistics

Standard deviation	1.9361632
Coefficient of variation (CV)	-716.08323
Kurtosis	-0.67243782
Mean	-0.0027038242
Median Absolute Deviation (MAD)	1.3615331
Skewness	0.28698184
Sum	-92.08955
Variance	3.7487279
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.2676	2	< 0.1%
3.1247435	2	< 0.1%
-1.5454339	2	< 0.1%
0.6186842	2	< 0.1%
-0.83189386	2	< 0.1%
-2.6393762	2	< 0.1%
-1.5627917	2	< 0.1%
-0.7923264	2	< 0.1%
-1.9423126	2	< 0.1%
-2.0139294	1	< 0.1%
Other values (34040)	34040	99.9%

Value	Count	Frequency (%)
-5.426189	1	< 0.1%
-5.324749	1	< 0.1%
-5.280104	1	< 0.1%
-5.2703485	1	< 0.1%
-5.252889	1	< 0.1%
-5.2306385	1	< 0.1%
-5.142001	1	< 0.1%
-5.111298	1	< 0.1%
-5.0573435	1	< 0.1%
-5.036451	1	< 0.1%

Value	Count	Frequency (%)
5.638094	1	< 0.1%
5.431874	1	< 0.1%
5.257284	1	< 0.1%
5.2437644	1	< 0.1%
5.2218986	1	< 0.1%
5.1523094	1	< 0.1%
5.127123	1	< 0.1%
5.106978	1	< 0.1%
5.071699	1	< 0.1%
5.047569	1	< 0.1%

Gravity
Real number (ℝ)

Distinct	34052
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0039703462

Minimum	-5.5538774
Maximum	6.0302896
Zeros	0
Zeros (%)	0.0%
Negative	16610
Negative (%)	48.8%
Memory size	266.2 KiB

Quantile statistics

Minimum	-5.5538774
5-th percentile	-2.9835706
Q1	-1.2764647
median	0.05322854
Q3	1.2631027
95-th percentile	2.9460848
Maximum	6.0302896
Range	11.584167
Interquartile range (IQR)	2.5395674

Descriptive statistics

Standard deviation	1.8039406
Coefficient of variation (CV)	454.35347
Kurtosis	-0.36641108
Mean	0.0039703462
Median Absolute Deviation (MAD)	1.2690665
Skewness	-0.039307254
Sum	135.22602
Variance	3.2542016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2023059	2	< 0.1%
-2.281435	2	< 0.1%
2.67935	2	< 0.1%
2.3885822	2	< 0.1%
2.047897	2	< 0.1%
-2.361987	2	< 0.1%
-1.5314468	2	< 0.1%
2.3722498	1	< 0.1%
-1.797269	1	< 0.1%
0.025086416	1	< 0.1%
Other values (34042)	34042	> 99.9%

Value	Count	Frequency (%)
-5.5538774	1	< 0.1%
-5.486238	1	< 0.1%
-5.4851193	1	< 0.1%
-5.3183813	1	< 0.1%
-5.317685	1	< 0.1%
-5.302247	1	< 0.1%
-5.2636623	1	< 0.1%
-5.2594576	1	< 0.1%
-5.1418347	1	< 0.1%
-5.1183143	1	< 0.1%

Value	Count	Frequency (%)
6.0302896	1	< 0.1%
5.8399043	1	< 0.1%
5.834548	1	< 0.1%
5.7330194	1	< 0.1%
5.6321597	1	< 0.1%
5.526921	1	< 0.1%
5.4653783	1	< 0.1%
5.403297	1	< 0.1%
5.399485	1	< 0.1%
5.356745	1	< 0.1%

Water Content
Real number (ℝ)

Distinct	34055
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0030033205

Minimum	-5.816755
Maximum	6.2870445
Zeros	0
Zeros (%)	0.0%
Negative	16991
Negative (%)	49.9%
Memory size	266.2 KiB

Quantile statistics

Minimum	-5.816755
5-th percentile	-2.6486992
Q1	-1.2182536
median	0.0034679119
Q3	1.0627348
95-th percentile	2.9150096
Maximum	6.2870445
Range	12.1038
Interquartile range (IQR)	2.2809884

Descriptive statistics

Standard deviation	1.6887111
Coefficient of variation (CV)	562.28134
Kurtosis	-0.15125029
Mean	0.0030033205
Median Absolute Deviation (MAD)	1.1476516
Skewness	0.17555574
Sum	102.29009
Variance	2.8517451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9332648	2	< 0.1%
-1.2945805	2	< 0.1%
1.9320487	2	< 0.1%
-0.86360425	2	< 0.1%
-0.29834202	1	< 0.1%
-1.9186189	1	< 0.1%
-2.7426498	1	< 0.1%
0.68361425	1	< 0.1%
-0.64073014	1	< 0.1%
-0.14084208	1	< 0.1%
Other values (34045)	34045	> 99.9%

Value	Count	Frequency (%)
-5.816755	1	< 0.1%
-5.798147	1	< 0.1%
-5.3001866	1	< 0.1%
-5.243235	1	< 0.1%
-5.2160144	1	< 0.1%
-5.2034826	1	< 0.1%
-5.2028575	1	< 0.1%
-5.192955	1	< 0.1%
-5.1554337	1	< 0.1%
-5.1543546	1	< 0.1%

Value	Count	Frequency (%)
6.2870445	1	< 0.1%
5.987579	1	< 0.1%
5.7981014	1	< 0.1%
5.789329	1	< 0.1%
5.776071	1	< 0.1%
5.7756133	1	< 0.1%
5.7426233	1	< 0.1%
5.712038	1	< 0.1%
5.6503606	1	< 0.1%
5.6494164	1	< 0.1%

Mineral Abundance
Real number (ℝ)

Distinct	34053
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0059058663

Minimum	-5.0773635
Maximum	5.3355374
Zeros	0
Zeros (%)	0.0%
Negative	16585
Negative (%)	48.7%
Memory size	266.2 KiB

Quantile statistics

Minimum	-5.0773635
5-th percentile	-2.7093206
Q1	-1.0693765
median	0.05143214
Q3	1.1012126
95-th percentile	2.5922637
Maximum	5.3355374
Range	10.412901
Interquartile range (IQR)	2.1705891

Descriptive statistics

Standard deviation	1.6020937
Coefficient of variation (CV)	271.27159
Kurtosis	-0.096841235
Mean	0.0059058663
Median Absolute Deviation (MAD)	1.0856954
Skewness	-0.10260333
Sum	201.1479
Variance	2.5667043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9319828	2	< 0.1%
-1.667244	2	< 0.1%
-0.9453179	2	< 0.1%
-2.0321355	2	< 0.1%
2.361134	2	< 0.1%
0.14641404	2	< 0.1%
1.3432546	1	< 0.1%
2.1773193	1	< 0.1%
-0.571059	1	< 0.1%
0.058063358	1	< 0.1%
Other values (34043)	34043	> 99.9%

Value	Count	Frequency (%)
-5.0773635	1	< 0.1%
-4.935731	1	< 0.1%
-4.859624	1	< 0.1%
-4.76619	1	< 0.1%
-4.7646756	1	< 0.1%
-4.747044	1	< 0.1%
-4.724135	1	< 0.1%
-4.720601	1	< 0.1%
-4.7189555	1	< 0.1%
-4.7107105	1	< 0.1%

Value	Count	Frequency (%)
5.3355374	1	< 0.1%
5.3091884	1	< 0.1%
5.297156	1	< 0.1%
5.2198315	1	< 0.1%
5.214449	1	< 0.1%
5.1972427	1	< 0.1%
5.1865864	1	< 0.1%
5.073011	1	< 0.1%
4.9926815	1	< 0.1%
4.9665627	1	< 0.1%

Orbital Period
Real number (ℝ)

Distinct	34050
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0019327718

Minimum	-4.8010464
Maximum	5.1110144
Zeros	0
Zeros (%)	0.0%
Negative	16622
Negative (%)	48.8%
Memory size	266.2 KiB

Quantile statistics

Minimum	-4.8010464
5-th percentile	-2.5696332
Q1	-1.0542187
median	0.047482815
Q3	1.064815
95-th percentile	2.4367824
Maximum	5.1110144
Range	9.9120608
Interquartile range (IQR)	2.1190338

Descriptive statistics

Standard deviation	1.5143557
Coefficient of variation (CV)	-783.51501
Kurtosis	-0.28075567
Mean	-0.0019327718
Median Absolute Deviation (MAD)	1.0579158
Skewness	-0.11072177
Sum	-65.828276
Variance	2.2932733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.6134673	2	< 0.1%
-1.9493265	2	< 0.1%
-1.3179334	2	< 0.1%
0.7048577	2	< 0.1%
0.656943	2	< 0.1%
0.84553987	2	< 0.1%
-2.1414433	2	< 0.1%
2.4922962	2	< 0.1%
1.4822406	2	< 0.1%
-1.8181818	1	< 0.1%
Other values (34040)	34040	99.9%

Value	Count	Frequency (%)
-4.8010464	1	< 0.1%
-4.8004346	1	< 0.1%
-4.7645693	1	< 0.1%
-4.7153163	1	< 0.1%
-4.686831	1	< 0.1%
-4.6466084	1	< 0.1%
-4.6391683	1	< 0.1%
-4.5344834	1	< 0.1%
-4.507785	1	< 0.1%
-4.5061154	1	< 0.1%

Value	Count	Frequency (%)
5.1110144	1	< 0.1%
5.0115924	1	< 0.1%
4.7755356	1	< 0.1%
4.690596	1	< 0.1%
4.6528287	1	< 0.1%
4.5872636	1	< 0.1%
4.560671	1	< 0.1%
4.551911	1	< 0.1%
4.510819	1	< 0.1%
4.4389305	1	< 0.1%

Proximity to Star
Real number (ℝ)

Distinct	34048
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0056764623

Minimum	-4.5371866
Maximum	4.731871
Zeros	0
Zeros (%)	0.0%
Negative	17682
Negative (%)	51.9%
Memory size	266.2 KiB

Quantile statistics

Minimum	-4.5371866
5-th percentile	-2.07517
Q1	-0.9428217
median	-0.06808486
Q3	0.87958468
95-th percentile	2.2456771
Maximum	4.731871
Range	9.2690576
Interquartile range (IQR)	1.8224064

Descriptive statistics

Standard deviation	1.3175873
Coefficient of variation (CV)	-232.11416
Kurtosis	-0.16465069
Mean	-0.0056764623
Median Absolute Deviation (MAD)	0.90775324
Skewness	0.20742336
Sum	-193.33463
Variance	1.7360362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.40229568	2	< 0.1%
-1.548242	2	< 0.1%
1.1583484	2	< 0.1%
-1.4078016	2	< 0.1%
0.67362744	2	< 0.1%
-0.7475407	2	< 0.1%
-1.0235691	2	< 0.1%
-0.6916682	2	< 0.1%
1.5085113	2	< 0.1%
1.9227643	2	< 0.1%
Other values (34038)	34039	99.9%

Value	Count	Frequency (%)
-4.5371866	1	< 0.1%
-4.162187	1	< 0.1%
-3.9413304	1	< 0.1%
-3.8702376	1	< 0.1%
-3.8616724	1	< 0.1%
-3.812349	1	< 0.1%
-3.7863443	1	< 0.1%
-3.7712777	1	< 0.1%
-3.7541459	1	< 0.1%
-3.7375205	1	< 0.1%

Value	Count	Frequency (%)
4.731871	1	< 0.1%
4.6967626	1	< 0.1%
4.6626744	1	< 0.1%
4.632862	1	< 0.1%
4.5826097	1	< 0.1%
4.569558	1	< 0.1%
4.5560837	1	< 0.1%
4.420982	1	< 0.1%
4.362626	1	< 0.1%
4.3468814	1	< 0.1%

Magnetic Field Strength
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	266.2 KiB

Category_8	5349
Category_9	5342
Category_10	4756
Category_7	3671
Category_11	3653
Other values (15)	11288

Length

Max length	11
Median length	10
Mean length	10.458939
Min length	10

Characters and Unicode

Total characters	356221
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Category_6
2nd row	Category_8
3rd row	Category_8
4th row	Category_14
5th row	Category_13

Common Values

Value	Count	Frequency (%)
Category_8	5349	15.7%
Category_9	5342	15.7%
Category_10	4756	14.0%
Category_7	3671	10.8%
Category_11	3653	10.7%
Category_12	2724	8.0%
Category_6	2101	6.2%
Category_13	1890	5.5%
Category_14	1269	3.7%
Category_5	1188	3.5%
Other values (10)	2116	6.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
category_8	5349	15.7%
category_9	5342	15.7%
category_10	4756	14.0%
category_7	3671	10.8%
category_11	3653	10.7%
category_12	2724	8.0%
category_6	2101	6.2%
category_13	1890	5.5%
category_14	1269	3.7%
category_5	1188	3.5%
Other values (10)	2116	6.2%

Most occurring characters

Value	Count	Frequency (%)
C	34059	9.6%
t	34059	9.6%
e	34059	9.6%
g	34059	9.6%
o	34059	9.6%
r	34059	9.6%
y	34059	9.6%
_	34059	9.6%
a	34059	9.6%
1	19288	5.4%
Other values (9)	30402	8.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	356221	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	34059	9.6%
t	34059	9.6%
e	34059	9.6%
g	34059	9.6%
o	34059	9.6%
r	34059	9.6%
y	34059	9.6%
_	34059	9.6%
a	34059	9.6%
1	19288	5.4%
Other values (9)	30402	8.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	356221	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	34059	9.6%
t	34059	9.6%
e	34059	9.6%
g	34059	9.6%
o	34059	9.6%
r	34059	9.6%
y	34059	9.6%
_	34059	9.6%
a	34059	9.6%
1	19288	5.4%
Other values (9)	30402	8.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	356221	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	34059	9.6%
t	34059	9.6%
e	34059	9.6%
g	34059	9.6%
o	34059	9.6%
r	34059	9.6%
y	34059	9.6%
_	34059	9.6%
a	34059	9.6%
1	19288	5.4%
Other values (9)	30402	8.5%

Radiation Levels
Categorical

Distinct	20
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	266.2 KiB

Category_8	5915
Category_9	5698
Category_7	5043
Category_10	4871
Category_11	3612
Other values (15)	8920

Length

Max length	11
Median length	10
Mean length	10.36152
Min length	10

Characters and Unicode

Total characters	352903
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Category_10
2nd row	Category_7
3rd row	Category_7
4th row	Category_8
5th row	Category_12

Common Values

Value	Count	Frequency (%)
Category_8	5915	17.4%
Category_9	5698	16.7%
Category_7	5043	14.8%
Category_10	4871	14.3%
Category_11	3612	10.6%
Category_6	3048	8.9%
Category_12	2136	6.3%
Category_5	1339	3.9%
Category_13	1057	3.1%
Category_4	515	1.5%
Other values (10)	825	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
category_8	5915	17.4%
category_9	5698	16.7%
category_7	5043	14.8%
category_10	4871	14.3%
category_11	3612	10.6%
category_6	3048	8.9%
category_12	2136	6.3%
category_5	1339	3.9%
category_13	1057	3.1%
category_4	515	1.5%
Other values (10)	825	2.4%

Most occurring characters

Value	Count	Frequency (%)
C	34059	9.7%
t	34059	9.7%
e	34059	9.7%
g	34059	9.7%
o	34059	9.7%
r	34059	9.7%
y	34059	9.7%
_	34059	9.7%
a	34059	9.7%
1	15928	4.5%
Other values (9)	30444	8.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	352903	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	34059	9.7%
t	34059	9.7%
e	34059	9.7%
g	34059	9.7%
o	34059	9.7%
r	34059	9.7%
y	34059	9.7%
_	34059	9.7%
a	34059	9.7%
1	15928	4.5%
Other values (9)	30444	8.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	352903	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	34059	9.7%
t	34059	9.7%
e	34059	9.7%
g	34059	9.7%
o	34059	9.7%
r	34059	9.7%
y	34059	9.7%
_	34059	9.7%
a	34059	9.7%
1	15928	4.5%
Other values (9)	30444	8.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	352903	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	34059	9.7%
t	34059	9.7%
e	34059	9.7%
g	34059	9.7%
o	34059	9.7%
r	34059	9.7%
y	34059	9.7%
_	34059	9.7%
a	34059	9.7%
1	15928	4.5%
Other values (9)	30444	8.6%

Atmospheric Composition Index
Real number (ℝ)

Distinct	34046
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0044308463

Minimum	-4.007504
Maximum	3.8525667
Zeros	0
Zeros (%)	0.0%
Negative	16360
Negative (%)	48.0%
Memory size	266.2 KiB

Quantile statistics

Minimum	-4.007504
5-th percentile	-1.9798005
Q1	-0.71325915
median	0.0507581
Q3	0.79935265
95-th percentile	1.7584517
Maximum	3.8525667
Range	7.8600707
Interquartile range (IQR)	1.5126118

Descriptive statistics

Standard deviation	1.1253026
Coefficient of variation (CV)	253.97013
Kurtosis	-0.1592744
Mean	0.0044308463
Median Absolute Deviation (MAD)	0.75467726
Skewness	-0.21975033
Sum	150.91019
Variance	1.266306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.77379596	2	< 0.1%
-0.8435347	2	< 0.1%
-0.6738861	2	< 0.1%
0.74860716	2	< 0.1%
-0.7635946	2	< 0.1%
-0.0870384	2	< 0.1%
0.31833825	2	< 0.1%
0.82712585	2	< 0.1%
1.4671121	2	< 0.1%
0.8673846	2	< 0.1%
Other values (34036)	34039	99.9%

Value	Count	Frequency (%)
-4.007504	1	< 0.1%
-3.9279456	1	< 0.1%
-3.9086783	1	< 0.1%
-3.8585846	1	< 0.1%
-3.6878495	1	< 0.1%
-3.6859965	1	< 0.1%
-3.6623535	1	< 0.1%
-3.5992885	1	< 0.1%
-3.5892086	1	< 0.1%
-3.58545	1	< 0.1%

Value	Count	Frequency (%)
3.8525667	1	< 0.1%
3.7423236	1	< 0.1%
3.6385372	1	< 0.1%
3.6145012	1	< 0.1%
3.5902178	1	< 0.1%
3.5640156	1	< 0.1%
3.5385554	1	< 0.1%
3.5359325	1	< 0.1%
3.5047922	1	< 0.1%
3.5040174	1	< 0.1%

Prediction
Real number (ℝ)

Zeros

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4579994

Minimum	0
Maximum	9
Zeros	3313
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	266.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	7
95-th percentile	9
Maximum	9
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.890949
Coefficient of variation (CV)	0.64848574
Kurtosis	-1.2559993
Mean	4.4579994
Median Absolute Deviation (MAD)	3
Skewness	0.030322363
Sum	151835
Variance	8.3575861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	3852	11.3%
3	3502	10.3%
7	3483	10.2%
9	3430	10.1%
2	3409	10.0%
6	3382	9.9%
8	3332	9.8%
4	3320	9.7%
0	3313	9.7%
5	3036	8.9%

Value	Count	Frequency (%)
0	3313	9.7%
1	3852	11.3%
2	3409	10.0%
3	3502	10.3%
4	3320	9.7%
5	3036	8.9%
6	3382	9.9%
7	3483	10.2%
8	3332	9.8%
9	3430	10.1%

Value	Count	Frequency (%)
9	3430	10.1%
8	3332	9.8%
7	3483	10.2%
6	3382	9.9%
5	3036	8.9%
4	3320	9.7%
3	3502	10.3%
2	3409	10.0%
1	3852	11.3%
0	3313	9.7%

	Atmospheric Composition Index	Atmospheric Density	Gravity	Magnetic Field Strength	Mineral Abundance	Orbital Period	Prediction	Proximity to Star	Radiation Levels	Surface Temperature	Water Content
Atmospheric Composition Index	1.000	-0.029	-0.052	0.042	0.022	-0.010	-0.082	-0.023	0.047	-0.006	0.015
Atmospheric Density	-0.029	1.000	-0.039	0.154	0.129	-0.007	-0.094	-0.048	0.097	0.028	0.006
Gravity	-0.052	-0.039	1.000	0.082	0.016	0.030	-0.080	0.004	0.092	-0.009	-0.002
Magnetic Field Strength	0.042	0.154	0.082	1.000	0.081	0.061	0.212	0.062	0.043	0.096	0.083
Mineral Abundance	0.022	0.129	0.016	0.081	1.000	0.046	0.313	-0.029	0.062	0.005	-0.007
Orbital Period	-0.010	-0.007	0.030	0.061	0.046	1.000	-0.039	-0.020	0.063	-0.020	0.022
Prediction	-0.082	-0.094	-0.080	0.212	0.313	-0.039	1.000	-0.004	0.131	0.490	-0.184
Proximity to Star	-0.023	-0.048	0.004	0.062	-0.029	-0.020	-0.004	1.000	0.041	-0.002	-0.020
Radiation Levels	0.047	0.097	0.092	0.043	0.062	0.063	0.131	0.041	1.000	0.079	0.044
Surface Temperature	-0.006	0.028	-0.009	0.096	0.005	-0.020	0.490	-0.002	0.079	1.000	0.004
Water Content	0.015	0.006	-0.002	0.083	-0.007	0.022	-0.184	-0.020	0.044	0.004	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Atmospheric Density	Surface Temperature	Gravity	Water Content	Mineral Abundance	Orbital Period	Proximity to Star	Magnetic Field Strength	Radiation Levels	Atmospheric Composition Index	Prediction
0	-1.459426	2.890268	0.148757	-0.804439	0.494875	0.044910	-0.438796	Category_6	Category_10	0.407941	9.0
1	-2.971646	-0.648251	-0.915859	0.255504	-0.537165	-2.072251	1.355523	Category_8	Category_7	1.876232	1.0
2	-3.306354	-0.316716	-0.431264	0.389815	-1.961216	-1.510182	0.538593	Category_8	Category_7	0.934055	1.0
3	-0.752712	-2.492542	-1.072433	-2.561734	1.158838	-1.262638	1.447444	Category_14	Category_8	0.726009	3.0
4	1.129258	-3.333453	-4.423914	-1.020409	0.711290	-0.606784	0.047264	Category_13	Category_12	-1.630504	3.0
5	-3.492167	-0.845588	-0.623381	0.532017	-1.911534	-1.216001	0.780758	Category_7	Category_8	-0.199217	1.0
6	-0.618934	3.281918	1.958590	-1.594125	-1.436394	2.387690	1.033312	Category_10	Category_9	-2.049965	7.0
7	0.267885	-0.034130	0.679999	1.239579	0.452620	1.507447	0.682192	Category_14	Category_5	0.395403	2.0
8	-0.739003	-0.770828	-0.581842	1.086043	-0.585934	-2.475919	-1.213898	Category_9	Category_7	-0.727406	6.0
9	-2.985808	0.481414	1.148295	-1.657999	-0.589994	0.473126	0.452621	Category_9	Category_10	-1.659149	9.0

	Atmospheric Density	Surface Temperature	Gravity	Water Content	Mineral Abundance	Orbital Period	Proximity to Star	Magnetic Field Strength	Radiation Levels	Atmospheric Composition Index	Prediction
34049	-0.474032	1.387800	2.257378	0.366264	-2.206358	2.037802	-0.259079	Category_12	Category_10	-1.010207	7.0
34050	-1.095768	0.037536	1.749769	-0.976390	0.141860	0.868424	-1.662002	Category_5	Category_7	-0.070120	8.0
34051	-1.253417	1.230452	1.215167	-0.936899	-1.083204	0.103552	-0.578476	Category_8	Category_8	-2.095985	9.0
34052	-1.267488	-0.341091	0.982631	0.578921	-2.124749	-1.180375	-1.712756	Category_12	Category_9	-0.158846	5.0
34053	-3.096511	-1.261373	0.118573	1.170971	-1.509009	1.605984	-2.165920	Category_9	Category_9	-0.037637	1.0
34054	-0.316003	-1.160519	0.544548	-1.407123	1.427861	0.849849	-1.932329	Category_8	Category_5	1.333760	8.0
34055	0.789506	-2.645345	-0.375569	-2.579966	0.783195	0.671547	-2.041189	Category_14	Category_4	0.170505	3.0
34056	-0.662563	0.642230	-1.175106	-2.783240	-0.902704	-1.694373	-1.824274	Category_8	Category_8	1.010311	5.0
34057	0.475118	-0.021458	2.086274	1.444825	-1.986595	-2.113147	-0.348915	Category_11	Category_9	-0.665345	6.0
34058	-0.688173	0.093226	1.882621	-0.561177	-0.683409	0.948743	-1.827309	Category_8	Category_9	-0.381863	8.0

Overview

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample